Loading...

Messages

Proposals

Stuck in your homework and missing deadline? Get urgent help in $10/Page with 24 hours deadline

Get Urgent Writing Help In Your Essays, Assignments, Homeworks, Dissertation, Thesis Or Coursework & Achieve A+ Grades.

Privacy Guaranteed - 100% Plagiarism Free Writing - Free Turnitin Report - Professional And Experienced Writers - 24/7 Online Support

Tinder error code 403 40316

12/11/2021 Client: muhammad11 Deadline: 2 Day

Exam Performance Analysis

: Advanced Python for Data Science Project proposal 1: Exam performance analysis You are requested to analyse students’ exam performance dataset using python programming language. The dataset contains students’ scores in three different subjects (math, reading, and writing). Wire a python program to perform the following tasks: Task 1: Load the dataset in relevant format and show its properties, e.g. number of records, number of features and their types. (hint: use Pandas Library to read the data). Inspect the dataset and perform data cleaning (e.g. removing duplicate records and fixing missing data). Task 2: Provide descriptive statistics of the dataset and perform an exploratory data analysis (EDA) to answer the following analysis questions: • Compare students’ exam scores in different subjects (math, reading,

writing), What trend did you find? • Who performed better in different subjects male or female students? • Show any attributes (features) that are correlated with exam scores.

(e.g. Does parental level of education affect their children exam scores? Does test preparation influence students’ performance?) (hint: use corr() method in Pandas).

(you are encouraged to impose other analysis questions based on any trend you notice in the dataset). Task 3: Show visual representation of your analysis (hint: use data visualization packages such as Matplotlib and Seaborn). Task 4: Build a machine learning model to predict student’s exam performance in each subject given the following attributes: gender, race/ethnicity, parental level of education, lunch, and test preparation course. Download the dataset from the following link: Students exam performance data

DS540: Advanced Python for Data Science Project proposal 2: Tweets sentiment analysis

You are requested to perform natural language processing on users’ tweets using python programming language. The dataset contains textual data obtain from twitter users. Wire a python program to perform the following tasks: Task 1: Load the dataset in relevant format and show its properties, e.g. number of records, number of features and their types. (hint: use Pandas Library to read the data). Inspect the dataset and perform data cleaning (e.g. removing duplicate records and fixing missing data). Task 2: Pre-process the textual data and extract features using NLP techniques as follows: • Pre-processing steps:

1. Convert to lowercase. 2. Remove stop words. 3. Normalise the text (punctuation removal, spelling correction,

Stemming). 4. Tokenisation.

• Extract the following features:

1. Compute word count per tweet.

2. Average word length per tweet.

3. Special character count per tweet. 4. Tweets sentiments. (hint: use TextBlob library to obtain tweets’

sentiments).

5. N-grams. 6. TF-IDF.

DS540: Advanced Python for Data Science Task 3: Using visual representation, show the following: most commonly used words in tweets using Worldcould, number of positive, negative, and neutral tweets and word count distribution among different sentiments). (hint: use data visualization packages such as Matplotlib and Seaborn).

Task 4: Preform sentiment analysis using machine learning techniques to classify tweets into positive, negative, or neutral sentiments given the following features: word count per tweet, average word length per tweet, and special character count per tweet.

Download the dataset from the following link: Sentiment analysis Dataset

DS540: Advanced Python for Data Science

Project guidelines The report should provide the following information:

• A written description of data with relevant spreadsheets.

• Explanation of how you analysed your data (hint: what python packages/functions did you use).

• Explanation of what data you analysed and follow with relevant

visualization.

• Show the results of your analysis, follow with relevant visualization

and highlight important results.

• Details of your machine learning model development.

Notes:

1. Follow attached report template.

2. Your report can’t go beyond 10 pages inclusive of any references.

3. You must combine yourselves into a group of 1-2 students.

4. Submission deadline is on Saturday of Week 13 (28/11/2020). 5. You must submit your Jupyter Notebook along with the report.

Homework is Completed By:

Writer Writer Name Amount Client Comments & Rating
Instant Homework Helper

ONLINE

Instant Homework Helper

$36

She helped me in last minute in a very reasonable price. She is a lifesaver, I got A+ grade in my homework, I will surely hire her again for my next assignments, Thumbs Up!

Order & Get This Solution Within 3 Hours in $25/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 3 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

Order & Get This Solution Within 6 Hours in $20/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 6 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

Order & Get This Solution Within 12 Hours in $15/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 12 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

6 writers have sent their proposals to do this homework:

Engineering Help
Assignments Hut
Top Class Results
High Quality Assignments
Solutions Store
Quality Homework Helper
Writer Writer Name Offer Chat
Engineering Help

ONLINE

Engineering Help

I will be delighted to work on your project. As an experienced writer, I can provide you top quality, well researched, concise and error-free work within your provided deadline at very reasonable prices.

$23 Chat With Writer
Assignments Hut

ONLINE

Assignments Hut

As per my knowledge I can assist you in writing a perfect Planning, Marketing Research, Business Pitches, Business Proposals, Business Feasibility Reports and Content within your given deadline and budget.

$19 Chat With Writer
Top Class Results

ONLINE

Top Class Results

I will provide you with the well organized and well research papers from different primary and secondary sources will write the content that will support your points.

$42 Chat With Writer
High Quality Assignments

ONLINE

High Quality Assignments

I have written research reports, assignments, thesis, research proposals, and dissertations for different level students and on different subjects.

$43 Chat With Writer
Solutions Store

ONLINE

Solutions Store

I have read your project description carefully and you will get plagiarism free writing according to your requirements. Thank You

$48 Chat With Writer
Quality Homework Helper

ONLINE

Quality Homework Helper

I am an experienced researcher here with master education. After reading your posting, I feel, you need an expert research writer to complete your project.Thank You

$33 Chat With Writer

Let our expert academic writers to help you in achieving a+ grades in your homework, assignment, quiz or exam.

Similar Homework Questions

I am david book - Predicting consumer tastes with big data at gap case summary - Tkam chapter 25 quotes - Nosotros / descargar / programas en la red - Whirly corporation's most recent income - The container store's secret to success employee satisfaction - A jesuit guide to almost everything pdf - Canada HealthCare Powerpoint - Revise Excel Spreadsheet - Shadow health focused exam abdominal pain esther park - W7Journ_Change - Boy overboard book review - Statistics chapter 1 homework answers - John donne no man is an island poem analysis - Chick fil a hires only christians - Selection criteria commitment to values - Create a safety flyer - Installing ice and water shield in cold weather - Mericans by sandra cisneros short story - Alyssa Plastic Company - Relationship in writing - Porphyrin is a pigment in blood protoplasm - Ford ethical issues - Equilibrium and lechatelier's principle lab answers - Fm global 3 26 datasheet - Ray moore radio 2 - Financial Data - Systems analysis and design wiley - Tic tac toe acid base - I have a dream martin luther king ppt - Jonathan's wife in dracula crossword clue - 1984 lesson 6 handout 11 the world of doublespeak answers - Berri magistrates court case list - What is a lead digit - Ctecs workplace readiness skills practice test - Erik erikson stages worksheet - Lizard evolution virtual lab student handout answers - HR Management Discussion - Expensive but reasonable sets of jewelry - Need at least 3 paragraphs - Descartes meditations 6 summary - Http www pearsonhighered com render - Chapter 5 activity based costing and activity based management - Evolution in Recent History and Mutations in Evolution Discussion - Trust ole gstt login - 360 euros in us dollars - Covalent lewis dot structure worksheet - The company uses a perpetual inventory system - How to find volume of an irregular shaped object - Next step guided reading assessment k 2 - ASSIGNMENT 10/31 - Carl rogers 1959 self concept - Read and Answer - Manningham leader newspaper contact - Perma crete plex seal - Class Discussions (Digital Systems Design & Forensics) - DB ORGANIZATION HUMAN RESOURCE - Yeast fermentation lab balloon answers - Co2 dragster design and construction - 2 nephi 32 3 - Business ETHICS(Research Paper) - Conflict in all my sons - Scottish teachers maternity pay - Compiled a thousand and one arabian nights - Little boxes on the hillside - Reid company's balance in prepaid insurance - Iceman murder mystery worksheet answers - Lions skillet sheet music - Bundle adjustment coursera - Nursing. - Examples of marketing myopia today - Wakefield intermediate care unit - Rslogix 5000 lite edition - Tech talk case study solution - Analysis of a Pertinent Healthcare Issue - Cengage diet and wellness plus - Pearl seas cruises employment - Stone age activity sheets - The pitcher by robert francis - Cisco unified cm user options - Business structure and financial statements fin 419 - Globalization of sport an inconvenient truth - Strategic importance of cloud computing in business organizations research paper - Chapter 12 test answers - How is activity based costing useful for pricing decisions - Cellular respiration fermentation in yeast lab report - Nurs 6531 final exam - Wk 4 – Apply: Message of Change [due Mon] Wk 4 – Apply: Message of Change [due Mon] - Brk carbon monoxide alarm - An antonym of reap is __________ - Shadow health chest pain answers - Phi 208 week 3 discussion 1 - Recruiting and Training Volunteers - Bdawk6paper - Explain bromine water test - Derivative of e 4x 2 - Caerleon endowed junior school - List the four possible subshells in the quantum-mechanical model. - Local unions are usually coordinated by a regional officer. - How to calculate rf value for chromatography